1,026 of these skill files have been read, by 803 distinct authors, and what they tell an agent counted. What Performance & cost authors agree on, and what they forbid

• 3361

  Chemical coverage optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/chemical-coverage-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3362

  Chunk wise data processing optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/chunk-wise-data-processing-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3363

  Classification model performance evaluation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/classification-model-performance-evaluation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3364

  Cohort stratified metabolic performance analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/cohort-stratified-metabolic-performance-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3365

  Collision energy optimization for fragmentation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/collision-energy-optimization-for-fragmentation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3366

  Comparative classifier performance assessment

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/comparative-classifier-performance-assessment · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3367

  Comparative performance evaluation across methods

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/comparative-performance-evaluation-across-methods · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3368

  Computational efficiency single pass vs repeated detection

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/computational-efficiency-single-pass-vs-repeated-detection · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3369

  Computational resource profiling and benchmarking

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/computational-resource-profiling-and-benchmarking · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3370

  Cross tool performance comparison

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/cross-tool-performance-comparison · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3371

  Extraction parameter optimization ppm retention time ion mobility

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/extraction-parameter-optimization-ppm-retention-time-ion-mobility · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3372

  Feature pair alignment parameter optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/feature-pair-alignment-parameter-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3373

  Fragment frequency threshold optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/fragment-frequency-threshold-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3374

  Generalized additive model hyperparameter optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/generalized-additive-model-hyperparameter-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3375

  Gradient performance encoding

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/gradient-performance-encoding · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3376

  Gradient space optimization search

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/gradient-space-optimization-search · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3377

  High throughput spectral data processing

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/high-throughput-spectral-data-processing · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3378

  In memory optimization for large datasets

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/in-memory-optimization-for-large-datasets · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3379

  Ion tree structure optimization and trunk establishment

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ion-tree-structure-optimization-and-trunk-establishment · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3380

  Machine learning performance metric evaluation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/machine-learning-performance-metric-evaluation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3381

  Mass accuracy collision energy optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-accuracy-collision-energy-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3382

  Mass spectrometry metadata caching

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrometry-metadata-caching · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3383

  Mass tolerance optimization hrms

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-tolerance-optimization-hrms · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3384

  Mass2motif parameter optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass2motif-parameter-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3385

  Maximum weight matching optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/maximum-weight-matching-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3386

  Metabolite detection and acquisition performance benchmarking

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolite-detection-and-acquisition-performance-benchmarking · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3387

  Metabolite rank performance evaluation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolite-rank-performance-evaluation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3388

  Metabolomics model performance comparison

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolomics-model-performance-comparison · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3389

  Modularity optimization clustering

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/modularity-optimization-clustering · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3390

  Molecular conformer generation and optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/molecular-conformer-generation-and-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3391

  Motif pseudo spectra optimization filtering

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/motif-pseudo-spectra-optimization-filtering · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3392

  Multi window mass range parameter optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/multi-window-mass-range-parameter-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3393

  Neural network threshold optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/neural-network-threshold-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3394

  Noise artifact reduction optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/noise-artifact-reduction-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3395

  Pareto front multi objective optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pareto-front-multi-objective-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3396

  Peak detection optimization free

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-detection-optimization-free · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3397

  Peak height threshold optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-height-threshold-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3398

  Peak intensity threshold optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-intensity-threshold-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3399

  Peak picking performance benchmarking

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-picking-performance-benchmarking · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3400

  Peak quality classifier optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-quality-classifier-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3401

  Performance benchmarking computational systems

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/performance-benchmarking-computational-systems · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3402

  Performance threshold filtering and analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/performance-threshold-filtering-and-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3403

  Precision recall optimization in spectral annotation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/precision-recall-optimization-in-spectral-annotation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3404

  Pytorch model training and optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pytorch-model-training-and-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3405

  Rank performance metric computation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/rank-performance-metric-computation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3406

  Ranking performance evaluation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ranking-performance-evaluation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3407

  Ranking task loss optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ranking-task-loss-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3408

  Retention time prediction optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/retention-time-prediction-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3409

  Rsd threshold parameter optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/rsd-threshold-parameter-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3410

  Runtime performance benchmarking

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/runtime-performance-benchmarking · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3411

  Scalability extrapolation and throughput estimation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/scalability-extrapolation-and-throughput-estimation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3412

  Separation efficiency calculation from retention times

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/separation-efficiency-calculation-from-retention-times · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3413

  Silhouette analysis threshold optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/silhouette-analysis-threshold-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3414

  Software performance characterization and scaling analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/software-performance-characterization-and-scaling-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3415

  Spectral alignment optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-alignment-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3416

  Spectral peak frequency threshold optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-peak-frequency-threshold-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3417

  Spectrum alignment performance benchmarking

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectrum-alignment-performance-benchmarking · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3418

  Sql query optimization for similarity search

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/sql-query-optimization-for-similarity-search · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3419

  Tanimoto score threshold optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/tanimoto-score-threshold-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 3420

  Targeted metabolite detection parameter optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/targeted-metabolite-detection-parameter-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder